import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
import requests
import json
import chart_studio.plotly as py
import plotly.express as px
import plotly.figure_factory as ff
test_url = 'https://finalproject-42236-default-rtdb.firebaseio.com/test.json'
response = requests.get(test_url)
text_test = response.json()
test_t = pd.DataFrame.from_dict(text_test, orient='columns')
train_url = 'https://finalproject-42236-default-rtdb.firebaseio.com/train.json'
response = requests.get(train_url)
text_train = response.json()
train_t = pd.DataFrame.from_dict(text_train, orient='columns')
for col in train_t.columns:
fig = px.histogram(train_t, x=col)
fig.show()
for col in test_t.columns:
fig = px.histogram(test_t, x=col)
fig.show()
for col in train_t.columns:
if col == "Group": continue
fig = px.box(train_t, x="Group", y=col)
fig.show()
for col in test_t.columns:
if col == "Group": continue
fig = px.box(test_t, x="Group", y=col)
fig.show()